Jul 15, 2025 | Our papers “AxCore: A Quantization-Aware Approximate GEMM Unit for LLM Inference” and X-SET: An Efficient Graph Pattern Matching Accelerator With Order-Aware Parallel Intersection Units” have been accepted to MICRO 2025. Congratulations to Jiaxiang, Yonghao, Chenxi and Xingyu for the great work! |
Jul 01, 2025 | Our paper “OA-LAMA: An Outlier-Adaptive LLM Inference Accelerator with Memory-Aligned Mixed-Precision Group Quantization” has been accepted to ICCAD 2025. Congratulations to Huangxu for the great work! |
May 26, 2025 | The paper “Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization” has been accepted to APNet 2025. |
May 08, 2025 | Our paper “Graphitron: A Domain Specific Language for FPGA-Based Graph Processing Accelerator Generation” has been accepted to LCTES 2025. |
Feb 26, 2025 | The paper “April: Accuracy-Improved Floating-Point Approximation For Neural Network Accelerators” has been accepted to DAC 2025. |
Jan 31, 2025 | The paper “Clementi: Efficient Load Balancing and Communication Overlap for Multi-FPGA Graph Processing” has been accepted to SIGMOD 2025. |
Aug 22, 2024 | Welcome Jiashu Zhang, Chenyu Zhang, Chenxi Xu, and Xingyu Chen to join CLab!  |
Jan 22, 2024 | Welcome Yonghao Chen to join CLab!  |
Jan 11, 2024 | Joined HKUST(GZ) as an assistant professor. |